Immune algorithm based fixed order controller design and system simulation

Faizullah Mahar, A. Azhar, Abid Karim
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引用次数: 7

Abstract

In this paper a new approach for design of fixed order H∞ controller is proposed, controller performance is indicated by single cost function i.e. stability margin. The nominal plant has been shaped by choosing the weighting functions. The corresponding cost function is obtained by applying the McFarlane and Glover procedure, the desired controller structure with few parameters has been specified as PID controller and the H∞ norm of closed loop transfer function and specific controller parameters are optimized by using the immune algorithm. The resulting optimal controller stabilizes the system and guarantees for the performance. To check the usefulness of proposed approach, resulting controller parameters are evaluated for performance via system simulations. Simulations results reveal the efficiency of proposed approach.
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基于免疫算法的定序控制器设计与系统仿真
本文提出了一种新的定阶H∞控制器的设计方法,该控制器的性能用单代价函数即稳定裕度来表示。通过选择加权函数来塑造标称植物。应用McFarlane和Glover过程得到相应的代价函数,将参数较少的理想控制器结构指定为PID控制器,并利用免疫算法对闭环传递函数的H∞范数和特定控制器参数进行优化。得到的最优控制器使系统稳定,保证了系统的性能。为了验证所提出方法的有效性,通过系统仿真评估了所得到的控制器参数的性能。仿真结果表明了该方法的有效性。
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